The Future of Growth Marketing: How AI Is Rewriting Roles, Skills & Strategy

As AI reshapes industries, growth marketing is evolving at lightning speed. Discover how roles, skills, and tech stacks are transforming — and what it takes to thrive in this AI-first future.

Week 2 of my BCG DTCM course, and the hot topic? Disruptive Tech. One hot question that sparked the room like pineapples on a pizza:

“How will GenAI reshape our industry roles?”

Let’s be real. Growth marketing isn’t what it used to be. The era of pulling manual levers, tweaking campaigns like a fidgety sound engineer, is fading fast. What’s replacing it? A high-stakes symphony of orchestration, automation, and strategic intuition. AI isn’t just another tool, it’s the accelerant.

And in this new world, you either adapt… or dissolve.

This isn’t a blog post about the future. It’s about how the future is already in your inbox, your Slack channels, and your MarTech stack, quietly rewriting job descriptions, skillsets, and the definition of “growth.”

Let’s unpack what’s coming next and why the smartest growth marketers won’t be the ones who resist AI, but the ones who run toward it with curiosity, creativity, and a killer prompt library.

1. Where Are We on the AI Curve?

Before we chase the future, let’s locate ourselves on the map.

Enter the Technology Adoption Curve:

Innovators → Already knee-deep in GenAI.
Early Adopters → Moving fast, setting the bar.
Early Majority → Testing the waters, cautiously scaling.
Late Majority & Laggards → Watching, doubting, delaying.

🧠 Reality check:

Over 50% of companies are experimenting with AI. But only a handful have embedded it deep into their growth engines. Most sit awkwardly between Early Adopters and Early Majority — flirting with potential, but afraid of commitment.

💡 Key takeaway:

This is the window of advantage. Move now, or risk being outpaced by competitors with AI copilots.

2. The AI Framework: People, Processes, Platforms

A. People: From Marketer to AI Orchestrator

The role of the growth marketer is being redefined.

Forget “account manager.” The new power player? The AI Orchestrator.

🎻 Think conductor of a high-speed, data-fueled symphony, instead of a one-man-band stuck in spreadsheets.

🆕 Emerging Roles:

Growth AI Strategist
Growth AI Agent Trainer
AI Personalisation Architect

🛠️ Evolved Skillset:

Table stakes: data literacy, prompt engineering, AI ethics
Still undefeated: storytelling, brand strategy, empathy

💥 Big idea:

It’s not man vs machine. It’s man with machine — and the best humans will know how to speak “AI” fluently.

B. Platforms: Rise of the Intelligent Stack

Tech stacks are getting smarter. And they’re choosing sides.

🤖 AI Agents that Dominate:

Automated media planning. GenAI content engines. Smart CRMs that think ahead.

🛠️ No-Code/Low-Code Uprising:

Want to launch a predictive workflow without IT? You can. (And if you can’t yet, your competitors will.)

🔗 Integration Is Survival:

Disconnected stacks are dead weight. The winners?

Platforms that speak fluently across data, content, and decision layers.

C. Processes: From Muscle Memory to Machine Learning

We’re not just automating tasks. We’re upgrading how growth happens.

⚙️ Hyper-Automation Meets Agentic Workflows:

Campaign setup, A/B testing, reporting? Handled by tireless agents.

⚡ Real-Time Optimisation:

Budget shifts. Creative swaps. Targeting pivots. All live. All the time.

🔁 Continuous Learning Loops:

Every touchpoint becomes a lesson. Every lesson refines the next move.

Welcome to compounding intelligence.

💡 Big idea:

The new growth playbook will write itself (literally).

3. Impact: Efficiency + Effectiveness Redefined

📉 Efficiency Gains:

What used to take a week now takes a day.

Manual labour? Out. Smart automation? In.

📈 Effectiveness Boost:

Hyper-personalised ads. Smarter segmentation. Sharper predictions.

ROI isn’t just better, it’s rebuilt for the AI age.

❤️ The Human Edge:

While AI handles the “how,” humans own the “why.”

Strategy. Taste. Judgment. That’s your moat and no algorithm is crossing it any time soon.

Final Thoughts: Adapt or Fade

Let’s cut through the noise: the future of growth marketing isn’t coming, it’s already rewriting your job description.

The next wave of growth roles won’t be won by those who can list the most tools on their resume. It’ll be led by those who know how to think with them: strategically, creatively, and ethically.

Yes, AI is the new intern. But it’s also your strategist. Your analyst. Your ops assistant that doesn’t sleep.

Still, even the smartest AI needs a boss. One with taste, vision, and the emotional IQ to understand “why,” not just “what.”

This isn’t man vs. machine. It’s a collaboration.

But make no mistake: those who resist evolution will be replaced by those who embrace it.

🧠 Key takeaway:

The debate isn’t over. It’s just beginning.

Are you ready to evolve or be out-evolved?

🫶🏻 Thanks for reading till the end!

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From Red Wine to Red Ocean: Competing in Saturated Markets

Struggling to stand out in a saturated market? Learn what wine blending can teach us about product growth through differentiation, storytelling, and community co-creation.

Over the weekend, I tried my hand at creating my own DIY Bordeaux — blending single varietals of Cabernet Sauvignon and Merlot, convinced I could elevate the quality of each. The result? A surprise twist: everyone at the table ended up preferring their own custom Left and Right Bank-style blend. Subjective taste. Personal bias. And a little winemaker ego.

But that wine-fueled experiment sparked a bigger question:
In a world overflowing with Bordeaux and Bordeaux-style blends, how does any bottle stand out?

Now replace “wine” with your product.
Your app. Your SaaS. Your direct-to-consumer brand swimming in a red ocean of sameness.

Welcome to the Red Ocean, where competition is bloody and attention is scarce. In saturated markets, survival isn’t about brute force.
It’s about clarity, craft, and choosing the right blend of strategy and soul.

Let’s decant this.

1. Differentiation vs. Distribution

🍷 Wine Lens:
A beautifully aged Bordeaux might boast medals, mouthfeel, and a Master Sommelier’s approval, but it still gathers dust if it’s hidden on the bottom shelf of a small boutique store. Meanwhile, a private-label bottle with zero pedigree flies off supermarket aisles thanks to strategic shelf placement, aggressive pricing, and sheer reach.

📱 Product Lens:
You’ve crafted the perfect app. Sleek UI. Bug-free. Elegant onboarding. Great, now what?
Without SEO. Without growth loops. Without partners shouting your name, you’re invisible.

💡 Takeaway:
In saturated markets, growth isn’t just product-led. It’s distribution-enabled.
Differentiate all you want, but if no one finds you, you lose.

Don’t just be different. Be discoverable.

2. Brand Storytelling Wins Hearts (and Wallets)

🍷 Wine Lens:
Ever paid more for a wine just because it claimed to be made from 100-year-old vines, hand-harvested by monks under a full moon?
Of course you have. Because story sells. It elevates the experience, adds soul to the sip, and justifies the price.

📱 Product Lens:
Your product isn’t just code and pixels. It’s a story waiting to be told.
Why did you build it? Who are you helping? What truth does it fight for in a sea of sameness?

💡 Takeaway:
In a red ocean, your story is your sharpest edge.
Craft a narrative that resonates, inspires, and sticks.
Think Simon Sinek meets Château Margaux.

People don’t fall in love with features. They fall in love with meaning.

3. User-Driven Innovation: Blend with Your Community

🍷 Wine Lens:
What if Bordeaux winemakers asked consumers to co-create new blends? Like we did at home. Each person crafting a mix that suited their unique palate. Suddenly, they’re not just drinking wine, they’re part of the process.

That’s ownership. That’s loyalty.

📱 Product Lens:
Modern product growth isn’t built in isolation.
Figma invites users to shape the platform through plugins.
Notion thrives on community templates.
TikTok trends are created with users, not for them.

💡 Takeaway:
In saturated markets, co-creation is a moat.
Listen. Adapt. Build with, not for.

The best products don’t just serve users, they’re blended with them.

Final Thoughts: The New Blend Strategy

The future doesn’t belong to the boldest brand. Or the flashiest feature set.

It belongs to those who blend better.

In a red ocean, survival isn’t about being louder; it’s about being smarter.

Winning comes from a thoughtful mix:

A strong point of view (differentiation)
A compelling why (storytelling)
A community-backed how (user-driven innovation)

Because (just like wine) your product’s greatness isn’t found in isolation.
It’s in the blend.

So the next time you sip a Bordeaux or tweak your onboarding flow, ask yourself:
👉 What am I blending — and for whom?

🫶🏻 Thanks for reading till the end.

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The 3.5% Rule: How a Political Protest Theory Explains Commercial Virality and Growth

Discover how the 3.5% rule from political protests explains product virality, brand power, and niche-driven growth. From Tesla to K-Factor, learn how small groups spark big change.

“Change doesn’t start with the masses. It starts with a sliver that moves like a sword.”

That line came to mind as I read Scott Galloway’s sharp take on protests and pageantry in his piece, Pomp vs. Protest. What stuck with me wasn’t the imagery or even the politics; it was the data, specifically, the 3.5% rule.

Political scientist Erica Chenoweth found that when just 3.5% of a population engages in sustained, nonviolent protest, the regime almost always collapses. Not sometimes. Not occasionally. Almost always. You don’t need the masses, you need a committed few.

And that got me thinking.

What if this wasn’t just a theory for revolutionaries in the streets, but also for revolutionaries in the boardroom? What if the same dynamics that topple dictators could also build unicorns?

In this post, we’ll explore how the 3.5% rule (born from civil disobedience) offers a surprisingly powerful lens for understanding product virality, user adoption, and market disruption. From Tesla’s recent fall from grace to the viral math of the K-factor, let’s connect the dots between protests and profits. It might just change how you think about growth.

Its Not About Making Noise

Niche is a Leverage.

3.5% as a Critical Mass.

Its About Conversion Density.

1. What Is the 3.5% Rule and Why It Matters

In political science, the 3.5% rule answers a big question with a small number: “What is the minimum threshold for political movements to succeed?” Erica Chenoweth, a Harvard political scientist, crunched the data and found a pattern: when just 3.5% of a population engages in sustained, nonviolent protest, change almost always follows.

This isn’t theory. Its history:

Philippines, 1986: People Power ousted a dictator with just a sliver of the population taking to the streets.
Sudan, 2019: 3.6% of citizens mobilised to force regime change under al-Bashir.

The takeaway? It’s not about making noise. It’s about sustained collective action by a committed minority.

And that same principle might just be the most underutilised growth strategy in your growth marketing deck.

2. From the Streets to the Boardroom — Commercial Implications

Let’s flip the question:
If 3.5% can collapse governments, what can it do to a company?

Take Tesla, which now faces protests and boycotts stemming from worker rights issues, rising controversies, and its CEO’s antics. Since February, Tesla’s sales in Europe have plummeted by half, and its share price has taken a hit amid a wider demand slump.

The same passionate minority that built Tesla’s brand? They can dismantle it just as fast.

Lesson for growth marketers: In the commercial world, a niche is not small. Niche is leverage. The right 3.5% can make (or break) your brand.

3. The Growth Link — Virality and the K-Factor

If you’re in growth marketing, you’ve likely wrestled with this question: “How do I go viral?”

The answer lives in math. Specifically, the K-Factor.

As I wrote in this piece, the K-Factor is the virality coefficient: if each user brings in more than one new user (K > 1), your product grows exponentially.

So, how does this relate to the 3.5% rule?

Think of the 3.5% as a critical mass. A threshold. Once that core group is activated (and passionate) they become your super spreaders. Not in a public health way, but in a brand religion way. They tell, share, repost, and evangelise.

Need proof? Look at:

Clubhouse: Elite tech circles drove early adoption.
Threads: Launched with influencer seeding and Meta’s ecosystem power.
NFTs: Fueled by tribal energy before mainstream caught up (or crashed).

4. The Hidden Power of 3.5% in Brand Strategy

Most growth marketers obsess over the wrong numbers.

They want 1 million impressions. 100K followers. A TikTok that “blows up.”

But what if all you needed was 3.5% who gave a damn?

It’s not about mass appeal. It’s about conversion density. You want people who:

Care
Act
Recruit others to the cause

Here’s how to find and activate your 3.5%:

Leverage zero-party data: Don’t guess what your users want, ask them.
Build community before the funnel: Engagement beats eyeballs.
Create cult brands: Belief beats branding.

Examples:

Glossier: Built a beauty brand on blog readers and DTC believers.
Peloton: A fitness machine that became a lifestyle tribe.
Gymshark: From garage startup to global brand by owning the fitness micro-movement.

Final Thoughts | Be the Spark, Not the Bonfire

Here’s the thing about movements — whether in politics or business: they don’t start big. They start focused. Sharp. Intentional.

You don’t need to boil the ocean to make a difference.
You just need to heat up 3.5% of it, the ones who believe, act, and recruit.

So, the next time you’re chasing virality or growth, don’t ask “How do I reach everyone?” Ask instead:
👉 “Who are the few that can’t stop talking about us?”
👉 “Have I given them something worth spreading?”

Because growth isn’t about volume.
It’s about conversion density: how tightly you pack passion, belief, and momentum into a small tribe that moves markets.

Want to build your own 3.5% tribe?
Start by creating something worth believing in. The rest will follow.

🫶🏻 Thanks for reading till the end.

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The Margin of Error in Growth Forecasting: Lessons from Statistics

Discover why most growth forecasts are more fiction than fact. Learn how marketers and product managers can avoid false positives, misuse of confidence intervals, and data misinterpretation by embracing statistical literacy in growth forecasting.

“So… how much uplift are we expecting from this new campaign?”

Cue the awkward silence. Some finger math. A squint at last quarter’s dashboard.

“Uh… 15 to 20%? Maybe more if it gets high engagement?”

If you’ve ever been in this situation (I see you nodding while quietly wondering what data actually backs that number), you’re not alone. Most growth forecasts are stitched together like startup pitch decks — part optimism, part momentum, and a whole lot of hope-as-a-strategy.

The real issue? We’re wielding power tools, data, experiments, and statistical models with the precision of a toddler holding a chainsaw. Somewhere between dashboards and deadlines, growth marketers and PMs have mistaken confidence for certainty, ignoring one critical variable: the margin of error that’s quietly laughing in standard deviation.

This post is about that margin. And why understanding it could save your next forecast from becoming fiction.

Fortune cookie Forecast — Confidence is not Certainty

1. Confidence ≠ Certainty: Why Your “95%” Isn’t a Guarantee

Let’s clear up one of the most common (and costly) misunderstandings in growth forecasting:

A 95% confidence interval doesn’t mean you’re 95% right.

What it actually means: if you ran the same experiment 100 times, you’d expect the true result to fall within that range 95 times. That other 5%? That’s where bad decisions, over-promises, and “we’re not hitting the target again” meetings live.

Here’s the kicker: most growth projections ignore this nuance entirely. They present the point estimate — the single number that looks good in a slide deck, and conveniently skip the messy reality of variance.

🟢 Think of it like a weather forecast.

An 80% chance of sun doesn’t mean it won’t rain. So maybe keep the umbrella handy before you bet your Q3 goals on that optimistic uplift.

2. The Danger of False Positives: When A/B Tests Lie to You

If you’re running five A/B tests and celebrating because one of them hit p < 0.05, I’ve got news for you: you might just be celebrating noise.

This is the statistical equivalent of fishing with dynamite. The more tests you run, the higher the chance you’ll “find” something that looks significant, but isn’t. It’s called a Type I error: a false positive. The evil twin? Type II error occurs when you miss the signal because your sample size was too small.

⚠️ Analogy time:

It’s like flipping a coin 20 times and getting 12 heads. Does that mean your coin is rigged? Or did randomness just do its thing?

If you base your next product feature on that flip, congratulations, you’ve just built your roadmap on a statistical illusion.

3. Why Every Growth Product Manager Needs a Crash Course in Data Literacy

In too many rooms, “Let’s test it” has become the get-out-of-jail-free card for weak hypotheses and vague KPIs. But here’s the truth:

Growth isn’t magic. It’s math.

And math demands discipline. Sample sizes. Statistical power. Effect sizes. The kind of terms that don’t trend on LinkedIn but separate great growth PMs from gut-feel gamblers.

The real flex? Data humility.

Knowing what your data can’t tell you is just as important as what it can.

🔍 A quick gut-check before your next ‘data-driven decision’:

Are your results statistically significant and practically meaningful?
Is your confidence interval tight enough to trust?
Are you measuring actual uplift, or just random noise dressed as insight?

Final Thoughts

Growth is messy. Forecasts are fuzzy. And despite all the dashboards, most of us are still squinting into the fog, pretending we see clearly.

But it doesn’t have to be this way.

When growth marketers and product managers learn to wield statistical tools with respect, we graduate from guesswork to good work. From throwing darts to sharpening strategy.

🔑 TL;DR Takeaways:

Confidence intervals > confidence. Precision beats bravado.
Not all A/B test wins are real. Know your false positives from your breakthroughs.
Data literacy is the new growth skill. Learn it, or risk being led by noise.

So the next time someone asks, “What’s the uplift?” — don’t just spit out a number.

Ask them: “With what level of confidence?”

Because that question might just save you six months of shipping illusions.

🫶🏻 Thanks for reading till the end.

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The Growth Stack for Your Brain: AI Tools That Boost Your Output

Discover how growth marketers and PMs can build an AI-enhanced growth stack for their brain. Learn how to offload research, writing, and analysis, delegate smartly to AI tools, and avoid the over-tooling trap to boost productivity and think smarter, not harder.

Imagine if ChatGPT, Notion AI, and Perplexity were your interns. Now imagine they worked 24/7.

That thought hit me hard during a recent conversation about the ideal marketing technology stack. We were deep in the weeds of tools, integrations, and automation when it struck me: why not apply the same thinking to how we run our brains?

Because here’s the uncomfortable truth: the modern growth product manager isn’t just competing against their peers. They’re competing against peers who’ve built smarter workflows. People who’ve turned AI from a shiny new toy into a relentless cognitive force multiplier.

In this new game, AI tools aren’t “nice to have.” They’re your new growth stack for your brain.

But this post isn’t a listicle of shiny tools. It’s a framework. A mindset. A way to architect workflows that scale your cognitive capacity and free you to focus on the work only humans can do: empathy, insight, strategy.

Ready to upgrade your mental OS? Let’s begin.

Why You Need a Growth Stack for Your Brain

Cognitive bandwidth is your scarcest resource. It always has been. The difference now? You can finally scale it.

The AI revolution isn’t about replacing humans, it’s about augmenting them. Think Iron Man, not Skynet.

For PMs and growth marketers, this is especially true:

You swim in a constant flow of information → you need rapid synthesis.
You face relentless pressure to create → you need faster execution.
You make strategic decisions daily → you need sharper insights.

The takeaway?

Great companies (and great individuals) compound productivity over time. Today, the same applies to your brain. The right stack doesn’t just make you faster, it makes you better.

Core Principle #1: Offload Research, Writing, and Analysis

Research

Perplexity AI is your always-on research analyst. Unlike search engines that spit out 10 blue links, it delivers distilled, conversational answers.

The key? Learn to frame smart prompts that go beyond Googling.

Example: Competitive intelligence → compress a full day of desk research into 15 minutes of AI-driven synthesis.

Writing

ChatGPT and Notion AI are your ghostwriters on call. Use them to:

Draft the first versions of blog posts
Summarise meeting notes
Craft investor updates
Generate marketing copy variants.

AI helps you get to a clear first version faster, freeing your brain for editorial magic — the human part that makes content resonate.

Analysis

Pair ChatGPT with Google Sheets or Notion AI to turn data into insight:

Summarise large datasets quickly.
Extract themes from audience feedback.
Conduct an exploratory analysis.

Example workflow: Feed in raw survey responses → Auto-summarise emerging themes → conduct human review to layer in nuance and empathy.

Core Principle #2: Smart Delegation to AI Tools

Think Like a Manager of AI, Not a User of Tools

AI is your intern, not your strategist. You define the “why” while it handles the “how.” If you abdicate thinking, you’ll get generic output.

Create Repeatable AI Workflows

Build systems, not hacks:

Example: Weekly competitor watchlist → Automated Perplexity briefs.
Example: Monthly content calendar → Notion AI-generated ideas, seeded from your audience data and product roadmap.

Where Human Judgment is Still King

Some domains still belong to humans:

Brand voice → can’t be automated.
Strategic trade-offs → require wisdom.
Empathy-driven communication → only a human understands the human condition.

The tool doesn’t do the work. The tool amplifies the work you decide is worth doing.

Read more here about how AI is revolutionising Performance Marketing.

Core Principle #3: Avoiding the ‘Over-Tooling’ Trap

The Shiny Object Syndrome

Beware the lure of more tools = better outcomes.

Warning signs:

Constantly switching tools, chasing marginal gains.
Over-automating to the point where craftsmanship suffers.

Choose a Minimal Stack

Start lean and build depth:

Suggested trio: ChatGPT + Perplexity + Notion AI.
Build muscle memory with these first. Mastery > Novelty.

Balance Automation with Human Creativity

Remember: Magic happens at the intersection of AI efficiency and human curiosity.

AI should give you back time and space. What you do with it is where the real value lies.

Tools don’t create growth. Focus does.

Final Thoughts

So, let’s recap:

Offload the mechanical — free up your brain by automating research, writing, and analysis.
Delegate smartly — treat AI as your tireless intern, not your strategic brain.
Beware the tooling trap — simplicity scales, complexity kills.

Now, here’s the truth: The growth marketer and PM of the future won’t win because they know the most tools. They’ll win because they know how to think better with them.

As Malcolm Gladwell said, “Practice isn’t the thing you do once you’re good. It’s the thing you do that makes you good.”

The same applies to your AI-enhanced brain. The more you practice working with AI, the more powerful your thinking becomes.

So here’s your challenge:

Build your personal growth stack this week.

Start simple. Learn deeply. And when you discover what works, share it. Let’s trade tips and level up together.

🫶🏻 Thanks for reading till the end.

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Smarter, Not Harder: How AI Is Revolutionizing Performance Marketing

Discover how AI is transforming performance marketing — from Google’s AI Max to synthetic personas outperforming media teams. The future isn’t just automation. It’s smarter strategy, human meaning, and a redefined marketer’s role.

Two nights ago, I found myself in a room filled with LLMs, wine (and water), and wonderfully opinionated minds — a roundtable hosted by Future Forward AI, where the conversation spun around deceptively simple questions such as: is AI here to augment us, or to replace us quietly?

We discussed synthetic data. Accountability when things go south. And most provocatively, the new power dynamic at play: as machines become the decision-makers, where does that leave us, and for me, this refers to the growth hackers and the human strategists? Are we evolving into directors of the play… or just the extras no one remembers in the final scene?

This post is my reflection on that night — a deep dive into how AI is no longer knocking on growth marketing’s door; it’s already moved in, rearranged the furniture, and started running the show. From Google’s AI Max to agents outperforming human media teams, the signals are loud and clear: the game has changed.

So pour yourself a strong coffee (or a bold Syrah), and let’s uncork the future of marketing. Spoiler alert: it’s smarter. Not harder.

1. AI Is (Already) Redefining Targeting and Optimisation

Let’s start with the elephant in the ad account.

AI hasn’t just joined the marketing team, it’s rewriting the SOPs. The clearest sign? The way we target and optimise campaigns today.

We’ve moved from AI as an assistant (“Hey, help me clean up this audience segment”) to AI as a replacement (“Hey, you don’t need to build the segment, I already did. And I launched it.”).

AI isn’t just a better spreadsheet. It’s a strategy engine.

It reads signals, interprets intent, allocates budgets, and even rotates creatives, often in real time, across thousands of permutations.

Tools like Google Ads’ Performance Max and Meta’s Advantage+ aren’t just “helpful”—they’re becoming mandatory for anyone serious about scale and efficiency. You feed them assets and objectives, they run with the rest.

The result?

💼 Leaner teams.

🚀 Faster tests.

💰 Smarter bets.

💡 “We used to A/B test. Now we A/B delegate.”

The algorithm doesn’t just suggest. It decides.

2. AI Max: Google Just Gave the Algorithm the Keys

If Performance Max is the autopilot, AI Max is the self-driving car.

And yes, Google is firmly in the driver’s seat.

According to Search Engine Land, Google’s latest launch— AI Max for Search, hands over full autonomy to the machine. No more partial control. It dictates bidding, creatives, audience combinations, placements, and timing. All of it.

It’s not just about doing more. It’s about doing without us.

Why does this matter? Because it marks a tipping point. The marketer’s job is no longer to steer the car, it’s to decide where we want to go and let the machine figure out the how.

Let’s unpack that:

Algorithmic Bidding: Gone are the days of manually tweaking CPCs. AI updates bids every millisecond based on thousands of signals you can’t even see.
Predictive Audiences: The AI now predicts intent before users know it themselves. It’s targeting based on probability, not just past clicks.

🧠 “In the past, we optimised based on history. Now, we optimise based on probability.”

Welcome to quantum marketing.

3. AI Agents Outperforming Human Teams: The Tipping Point?

Still not convinced? Let’s talk outcomes.

In a recent case from Adweek, PMG deployed AI agents, built on Mobian’s synthetic personas, for a health brand’s campaign on Fox News.

Now here’s the mic-drop moment:

🧠 Just 18% of the budget went to Fox…

🎯 …but it delivered 34% of total conversions

💸 …at 46% lower cost per conversion.

Why? Because AI agents don’t rely on human gut feelings.

They pick up sentiment, emotion, and micro-signals no spreadsheet can see. They place ads not based on where you think your audience is… but where they actually are.

These agents aren’t replacing interns.

They’re replacing entire departments.

And they’re doing it by:

Creative Automation: Testing hundreds of variants in minutes. No approvals, no bandwidth issues. Just cold, calculated iteration.
Personalisation at Scale: AI knows when you’re stressed, sleepy, or ready to buy. Humans still think in personas. AI thinks in probabilities.

🤖 “What happens when the intern, the strategist, and the designer all show up… inside a single AI agent?”

The question isn’t whether AI can run your campaigns.

It’s whether you’re still needed in the room when it does.

4. But… What’s the Role of the Human Growth Marketer Now?

Let’s be clear, this isn’t the obituary for growth marketing.

It’s the redefinition of it.

The best growth marketers today?

They’re not writing copy or pulling audience lists.

They’re orchestrating strategy, interpreting insight, and setting the ethical and emotional compass of the brand.

Your job isn’t to out-optimise the machine.

It’s to ask better questions, shape better stories, and steer the AI toward impact.

Because let’s be honest, if 80% of your job is building dashboards, you’re officially in AI’s crosshairs.

🎹 “AI is becoming the pianist. You? You better be the composer.”

Final Thoughts: The Future of Performance Is Less About Performance

Here’s the paradox: the more AI nails performance (clicks, conversions, cost-efficiency) the less we need to chase it.

Machines are winning the execution game. But they can’t (yet) tell us why we matter. They don’t understand emotion, context, or culture. That’s still our job.

Your role isn’t to out-optimise the machine.

It’s to give it purpose. Direction. Meaning.

In a world of infinite automation, meaning is the new performance.

Key Takeaway:

The future of growth marketing is smarter, not harder.

Let AI handle the how. You focus on the why.

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The Terroir of Growth: What Wine Taught Me About Building Brands That Thrive

Just like wine, growth is shaped by context. Discover how terroir — the unique character of place — mirrors market dynamics, and why localization, culture, and user behaviour hold the key to scaling brands globally.

So this happened to me over the weekend… I went to another blind wine tasting event.

Didn’t win this time, but I walked away with something arguably better — a crash course in white wines. From steely Chablis to oily Eden Valley Riesling, it hit me: I knew shockingly little about how regional differences shaped what was in my white wine glass.

Every sip told a story. Of limestone-rich soils, sun exposure, elevation, and centuries of trial and error. It’s called terroir — the French notion that place changes everything. Not just how a wine tastes, but what it is.

And somewhere between swirl, sniff, and sip, it clicked.

Marketing has terroir too.

What works in Tokyo won’t fly in Jakarta. A Facebook ad that crushes it in Toronto might flatline in Bangkok. Growth isn’t some universal cheat code. It’s not plug-and-play. Especially in this APAC region, where we have 48 countries and more than 2,300 languages!

Just like wine, the success of a brand is shaped (and sometimes limited) by the soil it’s planted in: geography, culture, behaviour, and timing. Ignore that, and you’re not just tone-deaf, you’re toast.

Because in branding, like in winemaking, if you don’t respect the terroir, you miss the magic.

1. Localisation is Not a Line Item. It’s Your Lifeline

If you think localisation is just slapping a translation on your homepage and calling it a day, you’ve already lost.

Global brands don’t fail locally because their product sucks. They fail because they assume fit is universal. But in growth, as in wine, the soil matters. A great Burgundy grape doesn’t automatically thrive in Barossa heat.

Take McDonald’s. In the U.S., it’s Big Macs and fries. But step into a Singapore outlet and you’ll find the Chicken McSpicy is a local cult favourite that would torch your average Western palate. In Japan? You’ll see seasonal Tofu Teriyaki Burgers and Ebi (shrimp) Filets on the menu. This isn’t cultural fluff. It’s product strategy as localisation.

Even digital players aren’t exempt. Netflix, for example, doesn’t just dub its shows for APAC audiences; it rewrites the playbook. Titles like “Sacred Games” in India, “Trese” in the Philippines, and “Alice in Borderland” in Japan are tailor-made to resonate with local audiences, from the scripts to the story arcs to the font styles on the title cards.

Takeaway: Localisation strategy isn’t a checkbox on your go-to-market adaptation plan.

It’s the make-or-break foundation for product localisation that actually scales.

2. Behaviour is Culture-Coded: One Size Rarely Fits All

We like to think data is our universal truth. But behaviour? That’s a different beast, shaped more by habit than by numbers.

In India, for instance, mobile-first isn’t just about UI design. It’s about microeconomics. Missed calls (literally ringing someone once and hanging up) are a communication strategy, not a bug. Brands that get it? Use “give us a missed call to subscribe” as a CTA.

In China, if you think WeChat is just a chat app, you’re already 7 years behind. It’s a payments platform, social network, food delivery app, e-commerce portal, and health passport all rolled into one. That’s not user behaviour. That’s a culture-coded ecosystem.

Too many marketers treat users like logic-driven personas. But here’s the truth: consumers aren’t rational agents. They’re cultural by-products.

Takeaway: To win across markets, you need to stop exporting strategy and start importing insight.

Consumer behaviour by region and user behaviour patterns must inform every cultural marketing strategy you build.

3. Messaging That Travels Starts with Listening

Your clever pun might kill in Sydney. But drop that same line in Seoul, and you’ll get crickets.

The problem? Brands don’t just mistranslate words, they mistranslate emotion.

In the U.S., you sell with “freedom,” “choice,” and “individuality.” In Asia? The winning cards are often “belonging,” “family,” and “respect.” The same message with a different flavour, and if you miss the nuance, your campaign falls flat.

Because messaging is more than copy. It’s cultural translation. It’s context over cleverness. And in this game, the best copywriters aren’t just wordsmiths, they’re anthropologists with keyboards.

Take Apple’s “Shot on iPhone” campaign. It works globally not because it’s universal, but because it’s interpretative, allowing local creators to bring their world to life on their terms. The message flexes with the market, not against it.

Takeaway: You’re not just writing. You’re listening. The most successful brand messaging localisation starts with empathy not ego.

And that’s the heart of any marketing communication strategy that moves people.

Final Thoughts: Growth Has Roots

Back to that white wine flight. I couldn’t guess the grape. But I learned something better: how to taste the place.

That’s the magic of terroir, and the same applies to growth.

We chase hacks, tools, and channels. But the real unlock? Context.

Brands don’t grow in a vacuum. They grow in soil, geography, culture, and behaviour.

Know your soil before planting your seeds.

So before your next campaign, pause. Ask not just what you’re selling, but where and to whom.

Because in wine and in business, the truth is simple:

Terroir is everything.

🫶🏻 Thanks for reading till the end.

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From Barbell to Brand: What Branding Can Learn from Strength Training

Building a strong brand is like building a strong body — it takes reps, not magic. Discover how branding, like training, demands consistency, clarity, and compound effort over time.

“Long-term consistency trumps short-term intensity.” – Bruce Lee

As a fight fan who spends more time staring at dumbbells than lifting them (especially on Mondays!), this quote hits harder than a spinning back kick. Not just in the gym. In life. At work. And, unexpectedly, in branding.

We live in an era obsessed with intensity. Startups chase viral launches. Marketers bet the house on one-off campaigns. Everyone’s swinging for the fences, hoping for that overnight success story that hits #1 on Product Hunt or racks up 1M views on TikTok. But let’s be honest, when was the last time your biceps grew after one HIIT class? Exactly.

Here’s the truth no one on LinkedIn wants to admit:

The secret to building a great brand isn’t a flash of genius. It’s the discipline of repetition.

Like strength training, branding is a game of delayed gratification. You show up. You do the work. You build muscle — message by message, rep by rep. You won’t see a six-pack overnight, but over time? You’ll build something real. Resilient. Recognisable.

What branding can learn from barbells?

Not with intensity. But with consistency.

Let’s lift.

1. Brand Building Takes Reps, Time, and Trust

You don’t walk into a gym, slap 200kg on the bar, and casually knock out a deadlift. You start with the bar. You build up 5kg at a time. It’s humbling. It’s repetitive. And it works.

Branding is no different.

The most iconic names in the world — Nike, Patagonia, Apple, didn’t emerge fully formed. They earned trust through repetition, not reinvention. Every ad, every tagline, every product reinforced a simple narrative. Just Do It. Built to Last. Think Different.

According to a LinkedIn study, it takes 5 to 7 brand impressions before someone even remembers your brand name. Translation: do more reps. And then do them again.

Too many brands quit at the warm-up set. They post once, don’t see results, and declare branding doesn’t work. But branding isn’t a campaign. It’s a practice. A long-term discipline of showing up, building trust, and earning mental shelf space.

💡 Takeaway: If you want a memorable brand, train it like a muscle. Repetition isn’t boring—it’s branding’s best friend.

2. Consistency Over Flash

Let’s face it: the fitness world loves drama. Extreme before-and-afters, shredded influencers, 30-day transformations. But real strength? That’s built by the guy who hits the gym 5 times a week for 10 years. Quiet. Unassuming. Relentless.

Brands, too, are obsessed with flash.

Viral stunts. Shocking rebrands. One-hit-wonder campaigns that burn bright and then vanish.

But the strongest brands? They’re consistently boring. In a good way.

Take Coca-Cola. Their logo has barely changed in over 130 years. Their red-and-white colour scheme? Cemented. Their voice? Timeless, familiar, comforting. And they’re still one of the most recognised brands on Earth.

Branding isn’t a fireworks show, it’s a drumbeat.

You define your voice, your story, your look, and then you repeat it until you can’t stand hearing yourself anymore. That’s usually when your audience is just starting to hear you.

💡 Takeaway: Consistency compounds. Flash may turn heads, but consistency keeps them.

3. Measurement Over Guesswork

Ask any serious lifter: What’s your max deadlift? They’ll know the number. Down to the decimal. Because in strength training, if you’re not tracking progress, you’re just flailing weights.

Branding needs that same discipline.

You wouldn’t run an ad campaign without tracking clicks, conversions, or CAC. So why run a brand without tracking sentiment, awareness, or equity?

Modern branding isn’t woo-woo anymore.

It’s a blend of emotion + data, gut instinct tempered by Google Analytics. Brands that measure lifetime value, brand lift, and recall can course-correct, test hypotheses, and actually build long-term equity.

This is why the smartest DTC brands don’t just track revenue, they track relationships. Metrics like Net Promoter Score (NPS), social sentiment, and branded search volume. They all paint a picture of how your brand is landing.

💡Takeaway: If you’re not measuring, you’re just guessing. And in branding, guessing is expensive.

Final Thoughts: The Discipline of Becoming

Bruce Lee was right. Whether you’re sculpting a stronger back or a stronger brand, the magic isn’t in the moment, it’s in the momentum. Not in the one-off hero workout or the headline-grabbing launch, but in the discipline of showing up. Again. And again. And again.

Brands aren’t born fully formed.

They’re built — one rep at a time. Under pressure. Over time. Forged in the unglamorous grind of consistency, clarity, and compounding trust.

So the next time you sketch out your brand sprint, launch calendar, or influencer collab, pause and ask:

👉 Am I in this for the six-pack?

Or just the six seconds of fame?

Because real branding (like real strength) doesn’t flex. It endures.

Now get back under the bar. Your brand’s next set is waiting.

🫶🏻 Thanks for reading till the end.

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Level Up IRL: What Diablo IV Taught Me About Growth Mindset

What if levelling up in life felt more like playing Diablo IV? This thought-provoking post explores how dungeon grinding, side quests, and loot chests reveal powerful truths about personal growth, mindset, and the magic of embracing the grind—both in-game and IRL.

Last weekend, I had some free time. Instead of cleaning the house (a side quest I’ve been conveniently ignoring for weeks), I dusted off my digital sword and fired up Diablo IV. A few hours into building a new seasonal character — neck-deep in dungeon runs, loot chests, and gear experiments, I had a strange moment of clarity. This wasn’t just nostalgia-fueled escapism. It was a masterclass in personal growth. (Also, a flawless excuse to justify my weekend gaming binge.)

Here’s the thing: whether you’re slaying hellspawn or slaying to-do lists, the rhythm is oddly familiar. Progress (real, meaningful progress) doesn’t come from playing it safe. It comes from exploring uncharted territory, embracing uncertainty, and grinding through challenges. RPGs don’t just feed our fantasies; they mirror our journey to become better, stronger, and more resilient.

The best lessons on mindset, effort, and levelling up aren’t in self-help books, they’re hidden in loot chests and side quests.

If Diablo IV had a real-world counterpart, it wouldn’t be another fantasy epic, it would be your personal growth journey. Think of it as an RPG where the main quest is becoming the best version of yourself. And like any good game, the real magic happens when you embrace the mechanics.

Here’s the 3-part RPG Framework that Diablo IV (and honestly, life) runs on:

🗺️ 1. Explore the World: The Non-Linear Map of Growth

In-Game

Every RPG starts the same way: a blank map, an underpowered character, and endless directions to explore. You could follow the main questline, but let’s be real, some of the best moments happen when you wander off course. Maybe you discover a hidden dungeon. Maybe you meet an NPC who gives you a side quest that leads to unexpected treasure (or trauma).

Whether you’re building a shadow-dagger assassin or a poison-laced ghost dancer, it’s your journey. No two players take the same path, and that’s what makes it beautiful.

In Life

Real-life growth? It’s the same. There’s no linear roadmap to success. You might start in marketing and end up in product. Or study finance and discover you love coaching. Every “detour” is data. Every “failure” is feedback.

It’s easy to feel behind when you see others sprinting ahead on their own paths. But maybe their route isn’t meant for you. Maybe your greatest unlocks come from choosing the side quest, not the main story.

Takeaway: Don’t get pigeonholed. Stay curious. Chase what sparks interest even if it seems unrelated. Growth doesn’t move in a straight line. It branches. Like a skill tree.

🪙 2. Open the Chests: Risk, Reward, and the Gacha of Life

In-Game

We all know the Loot game. You defeat a mini-boss, open a glowing chest, and boom — a legendary item drops. Other times, it’s a disappointing blue-tier axe you’ll scrap in seconds. Welcome to gacha mechanics: where probability and preparation dance a delicate waltz.

In Diablo, the bigger the challenge, the better the loot.

Higher difficulty = higher risk = higher potential payoff.

But there’s a place for those low-level side missions too, they build momentum and bank XP fast.

In Life

Every risk you take — applying for a stretch role, launching that weird idea, asking a mentor out for coffee, is a figurative chest. You don’t always know what’s inside, but you have to open it anyway. Sometimes you get gold. Other times? Just another learning curve.

But here’s the kicker: not everything has to be “epic tier.” Small wins stack. And sometimes, going after the “easy” quests early can build your confidence (and skillset) faster than aiming straight for the final boss.

Takeaway: Balance effort and impact. Go after some big wins, but don’t underestimate the power of stacking smaller, consistent victories. That’s how you build momentum and resilience.

⚔️ 3. Do the Grind: XP Only Comes from Doing the Work

In-Game

Ah, yes, the grind. That repetitive, sometimes mind-numbing stage where you’re clearing dungeons, slaying monsters, and hoarding gold. It’s not sexy. It’s not shareable. But it’s the backbone of any RPG.

No grind = no level-ups. Period.

In Life

The real-world equivalent? Waking up early to write before work. Repeating that pitch until it clicks. Reading the boring technical docs. Getting rejected. Repeating. Refining.

Everyone loves the idea of instant success. But here’s the truth: mastery is monotonous. It’s reps. It’s a habit. It’s turning “ugh, again?” into “yep, still here.”

Takeaway: You can’t skip the grind but you can make it efficient. Build systems. Automate the mundane. Track your XP. The work compounds, even when it doesn’t feel like it.

Final Thoughts: Equip the Mindset, Embrace the Grind

So the next time you hit a wall, whether it’s at work, in the gym, or during that frustrating third attempt at learning Python, pause and ask yourself: What would my RPG character do?

Explore a new area?

Take on a quirky side quest?

Maybe re-spec your build and start fresh?

Here’s the truth: life isn’t all that different from Diablo IV or any other MMORPG you’ve ever sunk hours into. It’s messy. It’s unpredictable. It rarely goes according to plan. But with the right mindset? It’s also deeply rewarding.

You don’t need cheat codes. You need curiosity. You need courage to face the boss battles, and the humility to grind when the XP is low and the rewards are slow. Growth isn’t something you chase, it’s something you play.

So treat it like gameplay:

🎮 Stay curious.

🧭 Take risks.

⚒️ Embrace the grind.

🎒 And for the love of Tyrael (IYKYK), check your inventory, you’re probably more equipped than you think.

Game on, hero. IRL. 💥

🫶🏻 Thanks for reading till the end.

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The AI Wars Just Got Personal: Google’s AI Agents Are Now Running Your Ads

Google just changed the rules of digital marketing at I/O 2025 with the launch of AI agents in Google Ads. Discover what this means for growth marketers, how to adapt, and why working with AI—not against it—is your next competitive edge.

So this just happened earlier this week… The AI Wars Just Got Personal and They’re Inside Our Ads Account

We are now living in the AI Wars, and Google just sent in the ‘Terminators’.

At I/O 2025, the tech giant didn’t just unveil new features. It unleashed a battalion of AI agents — smart, tireless, and fully integrated into Google Ads. For growth marketers, this isn’t science fiction.

Forget faceless robots waging war in distant dystopias. These are inside your ad platform, rewriting headlines, adjusting bids, and optimising performance before you’ve had your morning coffee. If ChatGPT were the polite intern, this? This is Skynet learning to run media buying.

And here’s the twist: it’s not here to kill your job but to challenge it.

The bigger AI picture is becoming clearer: OpenAI leads in user adoption, Microsoft in enterprise productivity, but Google is coming for the growth stack. With unmatched access to user intent (hello, Search) and now Gemini-powered agents baked into every corner of its ecosystem, Google is rewriting what it means to do marketing in the AI era.

This isn’t about automation anymore. It’s about augmentation, and the marketers who know how to ride the wave instead of running from it will be the ones standing when the smoke clears.

If you thought performance marketing was already moving fast, buckle up. The new era isn’t just faster — it’s smarter, always on, and increasingly… not human.

Google I/O 2025: What Just Hit Us?

Google didn’t just update its product roadmap. It reprogrammed the marketing playbook.

At I/O 2025, it launched a suite of AI innovations that feel less like feature upgrades and more like an existential retooling. The most headline-worthy? AI agents are now fully embedded inside Google Ads. They don’t just help marketers. They do what we used to do — only faster, cheaper, and without needing coffee or a quarterly bonus.

But before we jump to “machines-are-taking-over” paranoia, let’s decode the actual announcements and what they mean for us on the front lines of growth.

🧠 AI Mode in Search: From Keywords to Conversations

Google’s new AI Mode turns traditional search into a full-on dialogue engine. You no longer get a list of links. You get synthesised answers, action steps, and the option to “keep going” with contextual follow-ups.

For growth marketers, this is both a dream and a nightmare. A dream because the customer journey becomes frictionless. A nightmare because we now need to optimise for conversations, not just clicks. Your SEO strategy just got an AI-shaped curveball.

🌊 Project Mariner: Your Agent Will Google That For You

Project Mariner is Google’s multitasking AI assistant. It doesn’t just respond — it acts. Think of it as the intern who not only researches the best CRM tools but also signs you up for trials, syncs your calendar, and sends a Slack update to your boss.

Implication? Expect a rise in fully automated conversion flows — all handled by AI. From a growth perspective, this means our new funnel touchpoints may no longer be human at all.

🧬 Gemini 2.5 Pro & Deep Think: Strategy as a Service

The brains behind the operation are Gemini 2.5 Pro, now with Deep Think mode. This isn’t your average autocomplete. It simulates layered reasoning, evaluating options before delivering an answer, like an analyst who’s actually good at their job.

This upgrade unlocks new possibilities in campaign planning, budget modelling, and even creative strategy. You’re not just delegating execution to AI — you’re increasingly delegating thinking.

AI Agents in Google Ads: Meet Your New Teammate (or Replacement?)

Google’s bet is clear: AI isn’t just a tool — it’s the new teammate. And these AI agents? They’re here to handle the grind so you can focus on the strategy.

⚙️ Functionality

These agents chew through your campaign data, generate creatives on the fly, optimise bids in real time, and even draft your performance wrap-up reports. They’re not perfect, but they’re relentless.

📈 Smart Bidding, Upgraded

AI-powered Smart Bidding Exploration takes historical data, cross-references with live signals, and calibrates for ROAS like a hedge fund algorithm. It’s not just about cost-per-click anymore; it’s about predictive profitability.

🎨 Creative Superpowers

Pair this with tools like Veo and Imagen, and you’ve got a creative engine that drafts high-quality ad visuals and videos at scale. We’re entering a world where every growth marketer is also a creative director, without needing to learn Photoshop.

What This Means for Growth Marketers?

Now let’s talk reality.

This isn’t just another shift in platform mechanics. It’s a redefinition of what “marketer” even means. AI won’t replace your job, but it will replace parts of it.

So the question isn’t “Will AI take my job?” It’s: “Will I know how to work with AI, or will I be replaced by someone who does?”

⏱️ Efficiency Gains: The End of Busywork

You’ll spend less time toggling through dashboards and more time making actual decisions. That’s a win. Campaign builds, creative iterations, and performance reviews are all streamlined.

🧭 Strategic Shifts: From Operator to Orchestrator

You’re not setting the dials anymore. You’re telling the system what outcomes matter and letting it figure out the rest. The value now lies in judgment, creativity, and context, not in button-clicking expertise.

🧠 Skillset Evolution: The 2025 Growth Stack

To stay ahead, you’ll need:

Comfort with prompting and AI workflows
Fluency in interpreting AI-generated insights
The ability to spot strategic angles machines still miss

This is your call to upskill — not just with courses, but with curiosity. Learn to speak AI as fluently as you speak ROAS.

Read more about how AI is impacting Performance Marketing here.

⚠️ Challenges Ahead: Not All Smooth Scaling

Control & Oversight: What happens when the AI makes decisions that don’t align with your brand voice or creative instinct?
Transparency: Can you explain to your client (or your boss) why the AI paused half the ad groups at 2 AM?
Adaptation Fatigue: Yes, it’s exhausting. But the 1% daily improvement mindset? That’s your edge. Don’t chase perfection. Compound progress.

Read more about the 1% compounding effect of improving your life here.

Final Thoughts: Embracing the AI-Driven Future

In 2023, we learned to prompt. In 2024, we started experimenting. In 2025? We partner with AI, or risk being left behind by those who do.

Google’s latest announcements don’t kill the role of the growth marketer. They kill the old definition of what a growth marketer is. What rises in its place is someone more strategic, more curious, and more adaptable.

So, my fellow comrades, the war is on. But you’re not being replaced by a robot.

You’re being upgraded.

🫶🏻 Thanks for reading till the end.

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